¼º´Ü±Ù Ãâ·Â-1

Similar documents
°í¼®ÁÖ Ãâ·Â

¼º¿øÁø Ãâ·Â-1

±è¼ºÃ¶ Ãâ·Â-1

DBPIA-NURIMEDIA

À¯Çõ Ãâ·Â

±è±¤¼ø Ãâ·Â-1

<333820B1E8C8AFBFEB2D5A B8A620C0CCBFEBC7D120BDC7BFDC20C0A7C4A1C3DFC1A42E687770>

DBPIA-NURIMEDIA

DBPIA-NURIMEDIA

Á¶Áø¼º Ãâ·Â-1

05( ) CPLV12-04.hwp

I

High Resolution Disparity Map Generation Using TOF Depth Camera In this paper, we propose a high-resolution disparity map generation method using a lo

歯3일_.PDF

목 차

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE Nov.; 26(11),

Microsoft Word - retail_ doc

휴대용 기기 분야 가정용 영상 기기 분야 휴대 전화 USB, FireWire 등 PC PC TV DVD/Blu-ray 플레이어 게임 콘솔 휴대 전화 휴대전화, PMP 등 휴대용 기기 간 대용량 데이터 무선 전송 캠코더 Component, Display Port, DVI

WBAN 을위한 MAC 프로토콜기술동향 서영선, 조진성, 김윤희, 이민수 요약 WBAN은 IEEE BAN Task Group을중심으로현재활발하게주파수, 통신프로토콜 (WBAN PHY, WBAN MAC), 응용등의요구사항을정의하고기술규격정의및표준개발을진행

, Analyst, , Figure 1 통신사가입자추이 ( 명, 000) 60,000 LG U+ KT SKT 50,000 40,000 30,000 20,000 10,000 0 자료 : MSIP. 미래에셋증권리서치센터


29 Ⅰ. 서론 물리학자들이 전파의 이론을 정립한 이후, 이를 기술적으로 실현함은 물론 적정 수준의 19세기 물리학자인 페러데이, 맥스웰, 헤르츠 등의 연구 결과로 인류는 전기장과 자기장의 변화 에 따른 전파를 만들어 낼 수 있게 되었고, 인류에 게 있어 없어서는 안되

À±½Â¿í Ãâ·Â

歯이시홍).PDF

< FBEC8B3BBB9AE2E6169>

State of Play - Video Insights Report_Korean_v2.key

Á¤¹æö Ãâ·Â

당신이 꿈꾸던 채널, CONTENTS 채널파워 데이터로 살펴보는 Buying Point 특별분석 : 빅데이터로 분석한 당신이 몰랐던 당신이 꿈꾸던 채널, - 채널파워 - 데이터로 살펴보는 Buying Point - 특별분석 : 빅데이터로 분석한 당신이 몰랐던 02 06

그림 2. 5G 연구 단체 현황 앞으로 다가올 미래에는 고품질 멀 티미디어 서비스의 본격화, IoT 서 비스 확산 등의 변화로 인해 기하 급수적인 무선 데이터 트래픽 발생 및 스마트 기기가 폭발적으로 증대 할 것으로 예상된다 앞으로 다가올 미래에는 고품질 멀티미디어 서

½Éº´È¿ Ãâ·Â

3. 클라우드 컴퓨팅 상호 운용성 기반의 서비스 평가 방법론 개발.hwp

±èÀçÇö Ãâ·Â

1 : UHD (Heekwang Kim et al.: Segment Scheduling Scheme for Efficient Bandwidth Utilization of UHD Contents Streaming in Wireless Environment) (Specia

Microsoft PowerPoint ppt

<3031B0ADB9CEB1B82E687770>

ÀÌÀå¿ø Ãâ·Â


박선영무선충전-내지

untitled

09권오설_ok.hwp

<313920C0CCB1E2BFF82E687770>

±èÇö¿í Ãâ·Â

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE Feb.; 29(2), IS

무선데이터_요금제의_가격차별화에_관한_연구v4.hwp

Microsoft Word _0.doc

특집-5

, V2N(Vehicle to Nomadic Device) [3]., [4],[5]., V2V(Vehicle to Vehicle) V2I (Vehicle to Infrastructure) IEEE 82.11p WAVE (Wireless Access in Vehicula

슬라이드 제목 없음

DBPIA-NURIMEDIA

2 247, Dec.07, 2007

歯1.PDF

Microsoft Word _1

10 이지훈KICS hwp

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE. vol. 29, no. 10, Oct ,,. 0.5 %.., cm mm FR4 (ε r =4.4)

레이아웃 1

2012 White Paper on Korean Games 1부 산업계 동향 제1장 국내 게임시장 동향 제1절 국내 게임시장 규모 1. 전체 게임시장 규모 및 추이 2011년 국내 게임시장의 규모는 8조 8047억 원으로 추산된다. 이는 2010년의 7조 4312억 원

04 최진규.hwp

학습영역의 Taxonomy에 기초한 CD-ROM Title의 효과분석

Microsoft Word - KIS_Touchscreen_5Apr11_K_2.doc

<3034B1E2B9DD32302DBAB8B0EDBCAD2D DC0FCC6C4C0DABFF BAB0C3A53420C8A8B3D7C6AEBFF6C5A9292E687770>

02손예진_ok.hwp


untitled

Microsoft Word - Afreeca_init_K_Final

<28BCF6BDC D B0E6B1E2B5B520C1F6BFAABAB020BFA9BCBAC0CFC0DAB8AE20C1A4C3A520C3DFC1F8C0FCB7AB5FC3D6C1BE E E687770>

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE Feb.; 30(2),

(JBE Vol. 23, No. 1, January 2018) (Regular Paper) 23 1, (JBE Vol. 23, No. 1, January 2018) ISSN 2287

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE Sep.; 26(10),

. HD(High Definition). HD 1024x720, 1280x720 HD, 1980x [1]., UHD(Ultra High Definition) [1]. HD (1280x720 ) 4 (4K UHD:3840x2160 ) 16 (8K UHD:76

歯김병철.PDF

RFID USN 8P PDF.ps, page Normalize

(JBE Vol. 21, No. 1, January 2016) (Regular Paper) 21 1, (JBE Vol. 21, No. 1, January 2016) ISSN 228

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE Jan.; 26(1),

Microsoft PowerPoint - USN_EMDEC_3.ppt

, ( ) 1) *.. I. (batch). (production planning). (downstream stage) (stockout).... (endangered). (utilization). *

<33312D312D313220C0CCC7D1C1F820BFB0C3A2BCB12E687770>

6.24-9년 6월

<30362E20C6EDC1FD2DB0EDBFB5B4EBB4D420BCF6C1A42E687770>


Microsoft Word - IO_2009_메모리반도체.doc

untitled

Microsoft Word _6

µðÇÃÇ¥Áö±¤°í´Ü¸é

. 서론,, [1]., PLL.,., SiGe, CMOS SiGe CMOS [2],[3].,,. CMOS,.. 동적주파수분할기동작조건분석 3, Miller injection-locked, static. injection-locked static [4]., 1/n 그림

슬라이드 제목 없음

06_ÀÌÀçÈÆ¿Ü0926

2 / 26

PowerPoint 프레젠테이션

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE Dec.; 26(12),

<4D F736F F F696E74202D20BEC6B3AFB7CEB1D7B9D7C6C4BFF64943BFF6C5A9BCA55F FBEC8B1E6C3CA2E707074>

歯I-3_무선통신기반차세대망-조동호.PDF

2009½Å¿ëÆò°¡-³»Áö0209ÃÖÁ¾

SchoolNet튜토리얼.PDF

3542 KS Figure 1 원/엔 환율 추이 Figure 2 라인 2Q ~ 3Q15 매출 breakdown (KRW/JPY) (KRW bn) 3 25 Total: 229 Total: FX (+9%

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE. vol. 29, no. 6, Jun Rate). STAP(Space-Time Adaptive Processing)., -

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE Nov.; 28(11),

September Vol

<353020B9DAC3E1BDC42DC5ACB6F3BFECB5E520C4C4C7BBC6C3BFA1BCADC0C720BAB8BEC820B0EDB7C1BBE7C7D7BFA120B0FCC7D120BFACB1B82E687770>

October Vol

THE JOURNAL OF KOREAN INSTITUTE OF ELECTROMAGNETIC ENGINEERING AND SCIENCE Sep.; 27(9),

Transcription:

Review and Analysis of Energy-Efficient MAC Protocols in Wireless Sensor Networks A wireless sensor network consists of sensor nodes which are expected to be battery-powered and hard to replace or recharge. Thus, reducing the energy consumption of sensor nodes is an important design consideration in wireless sensor networks. In this paper, we introduce existing energy-efficient MAC protocols, routing protocols, Cross Layer issues and standard technologies for wireless sensor networks. We here analyze two MAC protocols: Sensor MAC (S-MAC) and Timeout MAC (T-MAC) protocols which were proposed as energy-efficient MAC protocols for wireless sensor networks. We compare the performance of the S-MAC protocol with that of the T-MAC protocol in terms of average power consumption and average delay for varying various input parameters. Keywords: Wireless Sensor Networks, Energy-Efficient MAC Protocol, Cross Layer, Sleep Mode Control

II

III T active T sleep T slot T slot T active T sleep T 1 T 2 T 1 T active T 2 T sleep T 1 T active T active P 1 (1) T 1 T 2 T active T sleep T slot T 2 T sleep T sleep T active P 2 1 (2) T 1 T 2 T active T sleep T slot T slot D s D s D s Σ Pr(N pkt k)(dn pkt k)t sleep 2, (3) k0

N pkt (DN pkt k) k D s D s D D P sleep D s P sleep T sleep 2P 2 T 22 (4) E s E s T sleep T slot 1T active T slot (5) P c i Pc i 2 P cσ Pc i P i Pc active P 1 Pc sleep P 2 (6) i1 T active Duty cycle T active T sleep (7)

T A T 1 T 2 T slot 0 T slot (T slot t)t 1 exp(tt 1 )dt 0 T slot 1T 1 exp(tt 1 )dt T slot exp(t slot T 1 T ) slot T 1 (10) 1exp(T slot T 1 ) T 1 T 2 P 1, P 2 (8) T 1 T 2 T 1 T 2 T 1 T 1 E[T 1 ] S T A T 1 T p T p T 1 N 1 N 1 N 2 E[ Σ S i Σ {(T pj T pj T A )S j }T A ] i0 j0 N 1 N 2 E[ Σ S i ]E[ Σ (T pj T pj T A )S j ]T A i1 j1 E[N 1 ]E[S]E[N 2 ](E[T p T p T A ]E[S])T A, (9) N 1 S i i N 2 N 1 T pj (j1) j T p1 N 1 λ p T 2 E[N 1 ]λ p T 2 T slot exp(t slot T 1 ) λ p { T slot T 1 } (11) 1exp(T slot T 1 ) N 1 N 2 E[N 2 ]Σ npr(n 2 n) n0 n Σ nπ Pr(T pi T A )Pr(T pn1 T A ) n1 i1 Σ n ( T n A λ p exp(λ p t)dt 0 ) ( λ p exp(λ p t)dt n1 T A ) Σ n(1exp(λ p T A )) n exp(λ p T A ) n1 1exp(λ p T A ) (12) exp(λ p T A ) T 2 E[T 2 ]E[T slot T 1 T 1 T slot ]

S S αk s α t α1 (Pareto) f s (t) µ p exp(µ p t) (exponential) δ(t1µ p ) (constant) k s α (Pareto) E[S] α1 (13) 1µ p (exponential or constant) E s E s P 2 (T slot T A )T slot (17) P c i Pc i 2 P cσ Pc i P i Pc active P 1 Pc sleep P 2 (18) i1 k s α S T p T A T p E[T p T p T A ] T A tλ p exp(λ p t)dt 0 1 T A exp(λ p T A ) (14) T A λ p exp(λ p t)dt λ p 1exp(λ p T A ) 0 T 1 T A T 2 T slot T A D s D s T 2 2(T slot T A )2 (15) D (T slot T A ) (T slot T A ) D P 2 T 22 (16) T slot 2 Duty cyclep 1 T A T slot (19) IV E s D s D s D s E s D s P c

µ D s P c P c T A T slot T A

λ µ λ µ λ µ λ µ λ λ P c T A T active P c λ p 1µ p λ p 1µ p P c T A T A D T A D T A D T A T active D λ p 1µ p D T A D T A D T A P c λ p λ p P c λ p T active P c 1µ p P c T A P c

λ λ µ λ µ λ µ λ µ λ µ µ µ µ λ λ D λ p λ p D λ p T active D 1µ p D

µ µ µ µ λ λ D D V

[1] K. Sohrabi, J. Gao, V. Ailawadhi and G. Pottie, ''Protocols for self-organization of a wireless sensor network,'' IEEE Personal Communications, Vol. 7, No. 5, Oct. 2000, pp. 16-27. [2] C. Guo, L. Zhong and J. Rabaey, ''Low power distributed MAC for ad hoc sensor networks,'' in Proc. IEEE GLOBECOM 2001, Vol. 5, Nov. 2001, pp. 2944-2948. [3] M. Miller and N. Vaidya, ''Minimizing energy consumption in sensor networks using a wakeup radio,'' in Proc. IEEE WCNC 2004, Vol. 4, Mar. 2004, pp. 2335-2340. [4] IEEE Standard 802.11, ''Wireless LAN Medium Access Control (MAC) and Physical Layer (PHY) Specifications, 1999. [5] J. Hill and D. Culler. Mica, ''A wireless platform for deeply embedded networks,'' IEEE Micro, Vol. 22, Nov. 2002, pp. 12-24. [6] A. El-Hoiydi, ''Aloha with preamble sampling for sporadic traffic in ad hoc wireless sensor networks,'' in Proc. IEEE ICC 2002, Vol. 5, Apr. 2002, pp. 3418-3423. [7] J. Polastre and D. Culler, ''B-MAC: An adaptive CSMA layer for low-power operation,'' Technical Report, Dec. 2003. [8] A. El-Hoiydi, J.-D. Decotignie, C. Enz and E. Le Roux, ''Poster abstract: WiseMAC, an Ultra Low Power MAC Protocol for the WiseNET Wireless Sensor Network '' in Proc. ACM Sensys 003, Nov. 2003. [9] W.Ye, J.Heidemann, and D. Estrin, ''An energyefficient MAC protocol for wireless sensor networks,'' in Proc. IEEE INFOCOM 2002, Vol. 3, Jun. 2002, pp. 1567-1576. [10] T.van Dam And K. Langendoen, ''An adaptive energyefficient MAC protocol for wireless sensor networks,'' in Proc. ACM Sensys 2003, Nov. 2003, pp.171-180. [11] P. Havinga and G. Smit, ''Energy-efficient TDMA medium access control protocol scheduling,'' in Proc. AMOC 2000, Nov. 2000, pp. 1-9. [12] J. C. Haartsen, ''The Bluetooth radio system,'' IEEE Personal Communications, Vol. 7, No. 1, Feb. 2000, pp. 28-36. [13] Specification of the Bluetooth System: Core (2001). [14] L. van Hoesel and P. Havinga, ''A lightweight medium access protocol for wireless sensor networks,'' in Proc. INSS 2004, May 2004. [15] K. Arisha, M. Youssef and M. Younis, ''Energy-aware TDMA-based MAC for sensor networks,'' in Proc. IMPACCT 2002, May 2002. [16] G. Pei and C. Chien, ''Low Power TDMA in large wireless sensor networks,'' in Proc. IEEE MILCOM 2001, Vol. 1, Oct. 2001, pp. 347-351. [17] S. Singh and C. Raghavendra, ''PAMAS: Power aware multi-access protocol with signaling for ad hoc networks,'' ACM SIGCOMM Computer Communication Review, Vol. 28, No. 3, Jul. 1998, pp. 5-26. [18] W. R Heinzelman, J. Kulik and H. Balakrishnan, ''Adaptive protocols for information dissemination in wireless sensor networks,'' in Proc. ACM/IEEE MobiCom 1999, Aug. 1999, pp. 174-185. [19] W. R. Heinzelman, A. Chandrakasan and H. Balakrishnan, ''Energy efficient communication protocol for wireless microsensor networks,'' in Proc. IEEE Hawaii International Conference on System Sciences 2000, Jan. 2000. [20] C. Intanagonwiwat, R. Govindan and D. Estrin, ''Directed diffusion: A scalable and robust communication paradigm for sensor networks,'' in Proc. ACM/IEEE MobiCom 2000, Aug. 2000. [21] C. Schurgers and M. Srivastava, ''Energy efficient routing in wireless sensor networks,'' in Proc. IEEE MILCOM 2001, Vol. 1, Oct. 2001, pp. 357-361. [22] R. C. Shah and J. M. Rabaey, ''Energy aware routing for low energy ad hoc sensor networks,'' in Proc. IEEE WCNC 2002, Vol. 1, Mar. 2002, pp. 350-355. [23] Di Tian, Nicolas D. Georganas, ''Energy Efficient Routing with Gauranteed Delivery in Wireless Sensor Networks,'' in Proc. IEEE WCNC 2003, Vol. 3, Mar. 2003, pp. 1923-1929. [24] F. Ye, S. Lu and L. Zhang, ''Gradient Broadcast: A Robust, Longlived Sensor Network,'' http://irl.cs.ucla.edu/papers/grab-techreports. ps, 2001 [25] D. Ganesan, R. Govindan, S. Shenker and D. Estrin, ''Highly-Resilient Energy-Efficient Multipath Routing in Wireless Sensor Networks,'' ACM Mobile Computing and Communications Review, Vol. 5, No. 4, Oct. 2001. [26] D. Braginsky, D. Estrin, ''Rumor Routing Algorithm for sensor Networks,'' in Proc. ACM WSNA 2002, Sep. 2002, pp. 22-29. [27] K. Langendoen, G. Halkes, ''Energy-efficient Medium Access Control,'' Delft University of Technology in

Netherlands, http://www.isa.ewi.tudelft.nl/~koen/ papers/mac-chapter.pdf [28] A. J. Goldsmith and S. B. Wicker, ''Design challenges for energy-constrained ad hoc wireless networks,'' IEEE Wireless Communications, Vol. 9, No. 4, Aug. 2002, pp. 8-27. [29] R. Madan, S. Cui, S. Lall and A. J. Goldsmith, ''Cross Layer design for lifetime maximization in interference-limited wireless sensor networks,'' submitted to IEEE Transactions on Wireless Communications, 2004 (available at http://wsl. stanford.edu/ Publications.html). [30] T. ElBatt and A. Ephremides, ''Joint scheduling and power control for wireless ad hoc networks,'' IEEE Transactions on Wireless Communications, Vol. 1, Jan. 2004, pp. 74-85. [31] R. Cruz and A. Santhanam, ''Optimal routing, link scheduling and power control in multi-hop wireless networks,'' in Proc. IEEE INFOCOM 2003, Vol. 1, Mar. 2003, pp. 702-711. [32] U. Kozat, I. Koutsopoulos and L. Tassiulas, ''A framework for Cross Layer design of energyefficient Communication with QoS provisioning in multi-hop wireless networks,'' in Proc. IEEE INFOCOM 2004, Vol. 2, Mar. 2004, pp. 1446-1456. [33] R. Bhatia and M. Kodialam, ''On power efficient communication over multi-hop wireless Networks: Joint routing, scheduling and power control,'' in Proc. IEEE INFOCOM 2004, Vol. 2, Mar. 2004, pp. 1457-1466. [34] Safwati A., Hassanein H., Mouftah H., ''Optimal crosslayer designs for energy-efficient wireless ad hoc and sensor networks,'' in Proc. IEEE IPCCC 2003, Apr. 2003, pp. 123-128. [35] S. Cui, A. J. Goldsmith and A. Bahai, ''Joint modulation and multiple access optimization under energy constraints,'' in Proc. IEEE GLOBECOM 2004, Vol. 4, May 2004, pp. 2805-2811. [36] S. Cui, R. Madan, S. Lall and A. J. Goldsmith, ''Joint routing, MAC and link layer optimization in sensor networks with energy constraints,'' submitted to IEEE ICC 2005, South Korea, May 2005 (available at http://wsl.stanford.edu/publications.html). [37] S. Cui, A. Goldsmith and A. Bahai, ''Energyconstrained Modulation Optimization for Coded Systems,'' in Proc. IEEE GLOBECOM 2003, Vol. 1, Dec. 2003, pp. 372-376. [38] S. Cui, A. Goldsmith and A. Bahai, ''Energy-efficiency of MIMO and Cooperative MIMO Techniques in ensor Networks,'' IEEE Journal on Selected Areas of Communications, Vol. 22, No. 6, Aug. 2004, pp. 1089-1098. [39] Wireless Medium Access Control (MAC) and Physical Layer (PHY) Specifications for Wireless Personal Area Networks (WPAN), IEEE Standard 802.15.1TM, Apr. 2002. [40] http://www.bluetooth.org [41] Wireless Medium Access Control (MAC) and Physical Layer (PHY) Specifications for Low Rate Wireless Personal Area Networks (WPAN), IEEE Standard 802.15.4TM, Oct. 2003. [42] http://www.zigbee.org [43] http://www.ieee802.org/15/pub/tg4.html [44] http://www.ieee802.org/15/pub/tg4a.html [45], UWB,, 113, 2003 9~10. [46], USN, ITFIND-, 1165, 2004. 9. 29. [47],, RFID, TTA, 95, pp. 37-47.